Essam Mansour

31 Followers
24 Following
9 Posts
Assistant Professor at Concordia University, Canada. My CoDS lab develops systems for linked data science on federated datasets.
#KnowledgeGraphs #GNN #DataScience #DistributedSystems #Databases
Websiteemansour.com
Group Websitecods.ai
Twittertwitter.com/dressam_mansour
Thanks, Yunyao Li, for inviting me to present my work on "#ChatGPT versus Traditional #Question #Answering for #KGs" at the Apple Knowledge Platform team! It was an honor to share with such an engaged audience, and I appreciated the thoughtful questions and comments.
We are happy to share our survey paper, the first to review the differences between conversational #AI models, such as #ChatGPT, and traditional question-answering systems for #KG. Thanks to my students (Reham Omarand Omij Mangukiya) and Panos Kalnis.
Our survey conducted a comprehensive evaluation, including four real #KGs of different application domains and 450 English questions of various linguistic complexity. Our paper proposes open research opportunities in developing #chatbots for #KGs.
The paper is available at https://arxiv.org/pdf/2302.06466.pdf

Proud of my student, Hussien Abdallah, for his dedicated work on his PhD. Our paper "Towards a GML-Enabled #Knowledge #Graph Platform" was accepted to #ICDE2023. We propose KGNet, a #graph #ML (GML) enabled RDF engine with GML as a service to automate the #AI pipelines on KG. KGNet automatically trains GNN models based on a given memory or time budget and maintains a #KG based on metadata collected during the training to help the KGNet query optimizer opt for the near-optimal execution plan of GNN-enabled queries on #KGs based on constraints related to model accuracy and inference time.

Hussien Abdallah is an outstanding candidate if you are looking for a research intern with a great experience in #KG, #GNN, sampling techniques, and exceptional programming skills.

RT @sscdotopen
Please RT: We have an opening for an Assistant Professor of Data Engineering at the @UvA_Amsterdam

Join us to work on data management for ML, data integration & cleaning, table representation learning, dataflow systems or responsible data science!

https://vacatures.uva.nl/UvA/job/Assistant-Professor-in-Data-Engineering/761214202/

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Assistant Professor in Data Engineering

Assistant Professor in Data Engineering

Hi there! This is ACM, the world's largest computing society. As you might have noticed, we have opened not only our official #Mastodon account but also our own #instance!

Please consider joining @mastodon.acm.org, a community for #computing researchers & practitioners to connect & exchange ideas with each other, whether you are an ACM member or not.

You can use this link to join: https://mastodon.acm.org/invite/FbXaxAHg

Spread the word with your friends and colleagues! Happy tooting!

#introduction

Mastodon

@ACM invites you to join this server of Mastodon! With an account, you will be able to follow people, post updates and exchange messages with users from any Mastodon server and more!

Mastodon hosted on mastodon.acm.org
Proud of my PhD student, Reham Osama, and my Master's student, Ishika Dhall, for their dedicated work on our paper "KGQAn: A Universal #Question-#Answering Platform for #KGs" which was accepted to #SIGMOD2023. This is their first paper with me and the first SIGMOD paper from my CoDS lab. KGQAn can work as an on-demand service to answer questions from an arbitrary #KG without any pre-processing. This is an excellent collaboration with Panos Kalnis.

Should I join Mastodon? A scientists’ guide

https://www.nature.com/articles/d41586-022-03668-7

Should I join Mastodon? A scientists’ guide to Twitter’s rival

The open-source platform has added nearly half a million users in little more than a week — but should scientists make the leap? We examine the pros and cons.

On Nov 21, I look forward to visiting the Waterloo DSG to deliver my talk on “Linked Data Science: Systems and Applications”! If you wish to attend the online version, please register at https://uwaterloo.zoom.us/meeting/register/tJMvf-mprz4rHtcv0CkTFwLYjMTZ2HWOAuYb
Welcome! You are invited to join a meeting: DSG Seminar - Essam Mansour. After registering, you will receive a confirmation email about joining the meeting.

Welcome! You are invited to join a meeting: DSG Seminar - Essam Mansour. After registering, you will receive a confirmation email about joining the meeting.

Zoom
Happy to toot here. I worked with Ashraf Aboulnaga and Tim Berners-Lee on developing a platform for decentralized social web applications. Here it comes, the idea is working! Find our demo at WWW 2016 http://emansour.com/publications/paper/www16-solid-essam.pdf